• DocumentCode
    1906279
  • Title

    Multi-look SAR processing with road location and moving target parameters estimation

  • Author

    Gorovyi, Ievgen ; Bezvesilniy, Oleksandr ; Vavriv, Dmytro

  • Author_Institution
    Dept. of Microwave Electron., Inst. of Radio Astron., Kharkov, Ukraine
  • fYear
    2015
  • fDate
    24-26 June 2015
  • Firstpage
    581
  • Lastpage
    586
  • Abstract
    Multi-look processing is a well-known technique actively used in the SAR research community. In the paper, a method is described for the extraction of the ground moving targets parameters from a sequence of SAR look images obtained with a single-antenna SAR. The method calls for the automatic road extraction from the multi-look SAR images. The proposed road detection and location algorithm is based on the Canny edge detector and the histograms of image gradient directions. The estimated road coordinates are used for unambiguous evaluation of the moving targets parameters, namely the velocity components and the coordinates.
  • Keywords
    edge detection; geophysical image processing; image sequences; object detection; parameter estimation; radar antennas; radar imaging; remote sensing by radar; road traffic; synthetic aperture radar; Canny edge detector; SAR look image sequence; SAR research community; automatic road extraction; ground moving targets parameter extraction; histograms-of-image gradient directions; moving target parameters estimation; multilook SAR processing; multilook synthetic aperture radar processing; road coordinate estimation; road detection algorithm; road location algorithm; single-antenna SAR; velocity components; Feature extraction; Histograms; Image edge detection; Image segmentation; Object detection; Roads; Synthetic aperture radar;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Radar Symposium (IRS), 2015 16th International
  • Conference_Location
    Dresden
  • Type

    conf

  • DOI
    10.1109/IRS.2015.7226323
  • Filename
    7226323